A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future

Jialun Zhong, Wei Shen, Yanzeng Li +7

Reward Model (RM) has demonstrated impressive potential for enhancing Large Language Models (LLM), as RM can serve as a proxy for human preferences, providing signals to guide LLMs…